All Competitors

Every biological foundation model, evaluated and ranked by the bio.rodeo team

Showing 1–5 of 5 filtered models

  • mnDINO

    ———
    Morgridge Institute for ResearchMarch 12, 2026cell_biologyfluorescence_microscopyfoundation_model+4

    A DINO-pretrained vision transformer for accurate, robust segmentation of micronuclei in DNA-stained fluorescence microscopy across cell lines and instruments.

    Imaging
    32Openness

  • Cryo-IEF

    70——
    Westlake UniversityNovember 6, 2024contrastive_learningcryo_emfoundation_model+3

    Foundation model pre-trained on 65M cryo-EM particle images via contrastive learning, enabling zero-shot classification, pose clustering, and quality assessment.

    Imaging
    42Openness

  • MoTT

    137—
    Carnegie Mellon UniversityJuly 22, 2023cell_biologyimage_analysisrepresentation_learning+2

    A transformer-based single particle tracker for fluorescence microscopy that uses multi-hypothesis attention and position-based relinking to handle low SNR and high particle density.

    Imaging
    20Openness

  • Brain TokenGT

    2513—
    National University of SingaporeJuly 3, 2023cell_biologygraph_neural_networkimage_analysis+2

    A tokenized graph transformer for embedding longitudinal brain functional connectomes, enabling interpretable neurodegenerative disease diagnosis and progression prediction from fMRI.

    Imaging
    26Openness

  • BiomedCLIP

    124598902K
    Microsoft ResearchMarch 1, 2023contrastive_learningfoundation_modelimage_analysis+4

    Multimodal biomedical foundation model trained on 15M PubMed Central figure-caption pairs via contrastive learning, achieving state-of-the-art zero-shot performance across imaging modalities.

    Imaging
    61Openness